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Smart Intrusion Detection System (Double-Guard)

Author(s):

Gorde Ashwini Bajirao , Sahyadri Valley College Of Enginearing And Technology,Rajuri; Pinjarkar Nilesh R., Sahyadri Valley College Of Enginearing And Technology,Rajuri; Manjare Chaitali B., Sahyadri Valley College Of Enginearing And Technology,Rajuri

Keywords:

Intrusion Detection Systems, Anomaly Detection, multi-tiered web services

Abstract

For enabling communication and the personal information management from anywhere, an inextricable part of daily life is the Internet services and applications. To entertain this increase in application and complexity of data, web services have moved to a multi-tiered design wherein the application front-end logic runs by the web server and to a database or file server the data are outsourced. In this system, we propose an IDS system which is Double Guard, that models the network user sessions behavior across both the back-end database as well as the front-end web server. By monitoring both web and subsequent database requests we are able to ferret out attacks that independent IDS would not be able to identify. Furthermore, in terms of sessions of training and functionality coverage we measure any multitier IDS limitations. With My SQL and lightweight virtualization with the help of an Apache web server we implement Double Guard. In both dynamic and static web applications the real-world traffic then processed and collected over a 15-day of system deployment period. Finally, using Double Guard, we will able to display a wide range of attacks which will give the 100 percent accuracy while for web services which are static, 0 percent false positives maintain by it and for web services which is dynamic, it is 0.6 percent false positives.

Other Details

Paper ID: IJSRDV3I70410
Published in: Volume : 3, Issue : 7
Publication Date: 01/10/2015
Page(s): 808-809

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